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The project for objective measures using computational psychiatry technology (PROMPT): Rationale, design, and methodology.
In Contemporary clinical trials communications
Trial Registration :
Kishimoto Taishiro, Takamiya Akihiro, Liang Kuo-Ching, Funaki Kei, Fujita Takanori, Kitazawa Momoko, Yoshimura Michitaka, Tazawa Yuki, Horigome Toshiro, Eguchi Yoko, Kikuchi Toshiaki, Tomita Masayuki, Bun Shogyoku, Murakami Junichi, Sumali Brian, Warnita Tifani, Kishi Aiko, Yotsui Mizuki, Toyoshiba Hiroyoshi, Mitsukura Yasue, Shinoda Koichi, Sakakibara Yasubumi, Mimura Masaru
AMED, Japan Agency for Medical Research and Development, Adabag, Adaptive Bagging, Adaboost, Adaptive Boosting, BD, Bipolar disorder, BDI-II, Beck Depression Inventory, Second Edition, BNN, Bayesian Neural Networks, CDR, Clinical Dementia Rating, CDT, Clock Drawing Test, CNN, Convolutional Neural Networks, CPP, cepstral peak prominence, DSM-5, Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Depression, F0, fundamental frequency, F1, F2, F3, first, second, and third formant frequencies, FedRAMP, Federal Risk and Authorization Management Program, GCNN, Gated Convolutional Neural Networks, GDS, Geriatric Depression Scale, HAM-D, Hamilton Depression Rating Scale, IEC, International Electrotechnical Commission, ISO, International Organization for Standardization, LM, Wechsler Memory Scale-Revised Logical Memory, LSTM, Long Short-Term Memory Networks, M.I.N.I., Mini-International Neuropsychiatric Interview, MADRS, Montgomery-Asberg Depression Rating Scale, MARS, Motor Agitation and Retardation Scale, MCI, mild cognitive impairment, MDD, Major depressive disorder, MFCC, mel-frequency cepstrum coefficients, MMSE, Mini-Mental State Examination, MRI, magnetic resonance imaging, Machine learning, MoCA, Montreal Cognitive Assessment, NPI, Neuropsychiatric Inventory, Natural language processing, Neurocognitive disorder, PET, positron emission tomography, PROMPT, Project for Objective Measures Using Computational Psychiatry Technology, PSQI, Pittsburgh Sleep Quality Index, RF, Random Forest, RGB, red, green, blue, SCID, Structural Clinical Interview for DSM-5, SVM, Support Vector Machine, SVR, Support Vector Regression, Screening, UI, uncertainty interval, UMIN, University Hospital Medical Information Network, UV, ultraviolet, YLDs, years lived with disability, YMRS, Young Mania Rating Scale